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Empirical Analysis of Limit Order Markets

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Author Info
Burton Hollifield
Robert A. Miller
Patrik Sandas

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Abstract

We provide empirical restrictions of a model of optimal order submissions in a limit order market. A trader's optimal order submission depends on the trader's valuation for the asset and the trade-offs between order prices, execution probabilities and picking off risks. The optimal order submission strategy is a monotone function of a trader's valuation for the asset. We test the monotonicity restriction in a sample of order submissions and their realized outcomes from the Stockholm Stock Exchange. We do not reject the monotonicity restriction for buy orders or sell orders considered separately, but reject the monotonicity restriction for buy and sell orders considered jointly. Copyright The Review of Economic Studies Limited, 2004.

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Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 71 (2004)
Issue (Month): 4 (October)
Pages: 1027-1063
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Handle: RePEc:bla:restud:v:71:y:2004:i:4:p:1027-1063

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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  4. Laffont, Jean-Jacques & Vuong, Quang, 1996. "Structural Analysis of Auction Data," American Economic Review, American Economic Association, vol. 86(2), pages 414-20, May. [Downloadable!] (restricted)
  5. Parlour, Christine A, 1998. "Price Dynamics in Limit Order Markets," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 11(4), pages 789-816.
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  7. Michael A. Goldstein & Kenneth A. Kavajecz, . "Liquidity Provision during Circuit Breakers and Extreme Market Movements," Rodney L. White Center for Financial Research Working Papers 1-00, Wharton School Rodney L. White Center for Financial Research. [Downloadable!]
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  8. Foucault, Thierry, 1999. "Order flow composition and trading costs in a dynamic limit order market1," Journal of Financial Markets, Elsevier, vol. 2(2), pages 99-134, May. [Downloadable!] (restricted)
  9. Kenneth A. Kavajecz, 1999. "A Specialist's Quoted Depth and the Limit Order Book," Journal of Finance, American Finance Association, vol. 54(2), pages 747-771, 04. [Downloadable!] (restricted)
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  11. Robert F. Engle & Jeffrey R. Russell, 1998. "Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data," Econometrica, Econometric Society, vol. 66(5), pages 1127-1162, September.
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  13. Robinson, P M, 1989. "Hypothesis Testing in Semiparametric and Nonparametric Models for Econometric Time Series," Review of Economic Studies, Blackwell Publishing, vol. 56(4), pages 511-34, October. [Downloadable!] (restricted)
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  21. Seppi, Duane J, 1997. "Liquidity Provision with Limit Orders and a Strategic Specialist," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 10(1), pages 103-50.
  22. Tauchen, George E & Pitts, Mark, 1983. "The Price Variability-Volume Relationship on Speculative Markets," Econometrica, Econometric Society, vol. 51(2), pages 485-505, March. [Downloadable!] (restricted)
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Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Degryse, H. & Jong, F. de & Ravenswaaij, M. van & Wuyts, G., 2002. "Aggressive orders and the resiliency of a limit order market," Discussion Paper 80, Tilburg University, Center for Economic Research. [Downloadable!]
    Other versions:
  2. Thierry Foucault & Ohad Kadan & Eugene Kandel, 2003. "Limit Order Book as a Market for Liquidity," Discussion Paper Series dp321, Center for Rationality and Interactive Decision Theory, Hebrew University, Jerusalem. [Downloadable!]
    Other versions:
  3. Victor Aguirregabiria & Pedro mira, 2007. "Dynamic Discrete Choice Structural Models: A Survey," Working Papers tecipa-297, University of Toronto, Department of Economics. [Downloadable!]
    Other versions:
  4. Jeremy Large, 2006. "A Market-Clearing Role for Inefficiency on a Limit Order Book," Economics Papers 2006-W08, Economics Group, Nuffield College, University of Oxford. [Downloadable!]
    Other versions:
  5. Pavabutra, Pantisa & Prangwattananon, Sukanya, 2008. "Tick Size Change on the Stock Exchange of Thailand," CEI Working Paper Series 2008-9, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University. [Downloadable!]
  6. Michael A. Goldstein & Kenneth A. Kavajecz, . "Eighths, Sixteenths and Market Depth: Changes in Tick Size and Liquidity Provision on the NYSE," Rodney L. White Center for Financial Research Working Papers 14-98, Wharton School Rodney L. White Center for Financial Research. [Downloadable!]
    Other versions:
  7. Söderberg, Jonas, 2008. "Liquidity on the Scandinavian Order-driven Stock Exchanges," CAFO Working Papers 2009:11, Centre for Labour Market Policy Research (CAFO), School of Management and Economics, Växjö University. [Downloadable!]
  8. Coluzzi, Chiara & Ginebri, Sergio, 2008. "Order Dynamics in the Italian Treasury Security Wholesale Secondary Market," Economics & Statistics Discussion Papers esdp08050, University of Molise, Dept. SEGeS. [Downloadable!]
  9. Jeremy Large, 2004. "Cancellation and Uncertainty Aversion on Limit Order Books," Economics Papers 2004-W05, Economics Group, Nuffield College, University of Oxford. [Downloadable!]
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  10. Hollifield, Burton & Miller, Robert A. & Sandås, Patrik & Slive, Joshua, 2002. "Liquidity Supply and Demand in Limit Order Markets," CEPR Discussion Papers 3676, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  11. Luana Gava, 2005. "The Speed Of Limit Order Execution In The Spanish Stock Exchange," Business Economics Working Papers wb057718, Universidad Carlos III, Departamento de Economía de la Empresa. [Downloadable!]
  12. Anna Obizhaeva & Jiang Wang, 2005. "Optimal Trading Strategy and Supply/Demand Dynamics," NBER Working Papers 11444, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  13. Jung-Wook Kim & Jason Lee & Randall Morck, 2009. "Characteristics of Observed Limit Order Demand and Supply Schedules for Individual Stocks," NBER Working Papers 14733, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  14. Menzie D. Chinn & Michael J. Moore, 2008. "Private Information and a Macro Model of Exchange Rates: Evidence from a Novel Data Set," NBER Working Papers 14175, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  15. Pantisa Pavabutr & Sukanya Prangwattananon, 2009. "Tick size change on the Stock Exchange of Thailand," Review of Quantitative Finance and Accounting, Springer, vol. 32(4), pages 351-371, May. [Downloadable!] (restricted)
  16. Helena Beltran & Albert J. Menkveld, 2004. "Understanding limit order book depth: conditioning on trade informativeness," Econometric Society 2004 Latin American Meetings 142, Econometric Society. [Downloadable!]
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